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This tutorial will discuss the use of structured prediction methods from machine learning in natural language processing. The field of NLP has, in the past two decades, come to simultaneously rely on and challenge the field of machine learning. Statistical methods now dominate NLP, and have moved th ...

I'll start out by presenting an idealized version of the natural language processing problem of parsing. I will brazenly suggest that most of NLP is reducible to variations on parsing problems. I'll show how dynamic programming solves the idealized version of the problem, both for calculating modes ...